25 citations · 29 across the 9 of their papers we have counts for
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eess.SY2024
Economic Model Predictive Control as a Solution to Markov Decision Processes
Dirk Reinhardt, Akhil S. Anand, Shambhuraj Sawant +1
Markov Decision Processes (MDPs) offer a fairly generic and powerful framework to discuss the notion of optimal policies for dynamic systems, in particular when the dynamics are st…
math.OC2024
Data-Driven Predictive Control and MPC: Do we achieve optimality?
Akhil S Anand, Shambhuraj Sawant, Dirk Reinhardt +1
In this paper, we explore the interplay between Predictive Control and closed-loop optimality, spanning from Model Predictive Control to Data-Driven Predictive Control. Predictive…